API cost decision in 10 seconds

Nemotron Nano 12B 2 VL (free) vs Grok 4.20 Multi-Agent

Pick Nemotron Nano 12B 2 VL (free) for lower cost; pick Grok 4.20 Multi-Agent only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Nemotron Nano 12B 2 VL (free) for lower cost; pick Grok 4.20 Multi-Agent only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Nemotron Nano 12B 2 VL (free) is estimated at $0 vs $5 for Grok 4.20 Multi-Agent, saving $5 (100% lower).

Cost-first pickNemotron Nano 12B 2 VL (free)
Context-first pickGrok 4.20 Multi-Agent
Sample savings$5100%
10x traffic gap$50

Grok 4.20 Multi-Agent has more context, but Nemotron Nano 12B 2 VL (free) saves $5 on the standard workload. At 10x that traffic, the same price gap is about $50. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nemotron Nano 12B 2 VL (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickNemotron Nano 12B 2 VL (free)Grok 4.20 Multi-Agent
Input-heavy / RAG5M input + 500K outputNemotron Nano 12B 2 VL (free)$0$13
Balanced workload1M input + 1M outputNemotron Nano 12B 2 VL (free)$0$8
Output-heavy chatbot1M input + 5M outputNemotron Nano 12B 2 VL (free)$0$32
Cheaper input Nemotron Nano 12B 2 VL (free) $0 vs $2 / 1M

Nemotron Nano 12B 2 VL (free) is free for input tokens while Grok 4.20 Multi-Agent costs $2 per 1M tokens.

Cheaper output Nemotron Nano 12B 2 VL (free) $0 vs $6 / 1M

Nemotron Nano 12B 2 VL (free) is free for output tokens while Grok 4.20 Multi-Agent costs $6 per 1M tokens.

Larger context Grok 4.20 Multi-Agent 128K vs 2M

Grok 4.20 Multi-Agent has 1.87M more context (15.6x larger).

Sample workload Nemotron Nano 12B 2 VL (free) $0 vs $5

Nemotron Nano 12B 2 VL (free) is free for the standard workload while the other model is estimated at $5.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Nemotron Nano 12B 2 VL (free) Calculating… Estimated API cost
Grok 4.20 Multi-Agent Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Nemotron Nano 12B 2 VL (free) has the lower input price; Nemotron Nano 12B 2 VL (free) has the lower output price; Grok 4.20 Multi-Agent offers the larger context window. For the 1M input plus 500K output sample, Nemotron Nano 12B 2 VL (free) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Nemotron Nano 12B 2 VL (free) and $5 for Grok 4.20 Multi-Agent.

Best Fit

Choose Nemotron Nano 12B 2 VL (free) when you care most about lower input-token price, and lower output-token price.

Choose Grok 4.20 Multi-Agent when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Nemotron Nano 12B 2 VL (free) is estimated at $0 vs $5 for Grok 4.20 Multi-Agent, saving $5 (100% lower).
  • Nemotron Nano 12B 2 VL (free) is free for the standard workload while the other model is estimated at $5.
  • Nemotron Nano 12B 2 VL (free) is free for input tokens while Grok 4.20 Multi-Agent costs $2 per 1M tokens.
  • Nemotron Nano 12B 2 VL (free) is free for output tokens while Grok 4.20 Multi-Agent costs $6 per 1M tokens.
  • Grok 4.20 Multi-Agent has 1.87M more context (15.6x larger).
Head-to-Head Specs
FeatureNemotron Nano 12B 2 VL (free)
(NVIDIA)
Grok 4.20 Multi-Agent
(xAI)
Input Price
prompt tokens per 1M
$0$2
Completion Price
per 1M tokens
$0$6
Sample Workload Cost
1M input + 500K output
$0$5
Context Window128K2M
Release Date
Popularity#127#139

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNemotron Nano 12B 2 VL (free)On the standard 1M input plus 500K output workload, Nemotron Nano 12B 2 VL (free) is estimated at $0 vs $5 for Grok 4.20 Multi-Agent, saving $5 (100% lower).
High-volume input processingNemotron Nano 12B 2 VL (free)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNemotron Nano 12B 2 VL (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGrok 4.20 Multi-AgentA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Grok Build 0.1 can replace Grok 4.20 Multi-Agent when lower sample workload cost matters most: $2.
  • Grok 4.3 can replace Grok 4.20 Multi-Agent when lower sample workload cost matters most: $2.5.
  • Grok 4.20 can replace Grok 4.20 Multi-Agent when lower sample workload cost matters most: $2.5.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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NVIDIA catalog

Review all tracked NVIDIA models before deciding whether this matchup is the right shortlist.

Open NVIDIA models

xAI catalog

Check other xAI models with comparable pricing, context, or release timing.

Open xAI models
Nemotron Nano 12B 2 VL (free)

NVIDIA Nemotron Nano 2 VL is a 12-billion-parameter open multimodal reasoning model designed for video understanding and document intelligence. It introduces a hybrid Transformer-Mamba architecture, combining transformer-level accuracy with Mamba’s...

Grok 4.20 Multi-Agent

Grok 4.20 Multi-Agent is a variant of xAI’s Grok 4.20 designed for collaborative, agent-based workflows. Multiple agents operate in parallel to conduct deep research, coordinate tool use, and synthesize information...